Table 11 Results comparison of the deterministic- and stochastic- stochastic-MORWTA for unbalanced 25-bus network.

From: A new multi-objective-stochastic framework for reconfiguration and wind energy resource allocation in distribution network incorporating improved dandelion optimizer and uncertainty

Method/item

Deterministic-MORWTA

Stochastic-MORWTA

Change (%)

Opened switches

15, 17, 22

13, 17, 22

–

WT location (@bus)/size (kW)/p.f

@7/611/0.89

@7/673/0.88

–

Power loss (kW)

75.42

89.26

18.35 \(\uparrow\)

Voltage sag (p.u)

0.5546

0.6049

9.07 \(\uparrow\)

THD (%)

0.3450

0.3810

10.43 \(\uparrow\)

Voltage Unbalance (%)

0.2791

0.2801

12.46 \(\uparrow\)

Energy Not-supplied (MWh)

2.94

3.29

11.90 \(\uparrow\)

SAIFI (failure/customer/yr)

0.97

1.06

9.28 \(\uparrow\)

SAIDI (hour/customer/yr)

0.74

0.83

12.16 \(\uparrow\)

MAIFI (mom/customer/yr)

2.02

2.31

14.36 \(\uparrow\)

Objective Function

0.7089

0.7835

10.52 \(\uparrow\)

  1. *\(\uparrow\) refers to the increasing.